{"id":"W4389669477","doi":"10.3390/transplantology4040022","title":"The Impact of Quadriceps Muscle Layer Thickness on Length of Stay of Patients Listed for Renal Transplant","year":2023,"lang":"en","type":"article","venue":"Transplantology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre; Alberta Health Services","funders":"","keywords":"Medicine; Sarcopenia; Mann–Whitney U test; Exact test; Percentile; Renal function; Transplantation; Prospective cohort study; Subgroup analysis; Renal transplant; Internal medicine; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008410376,0.0002462728,0.0002897335,0.0005683302,0.0003527977,0.000685672,0.0003077789,0.0004297749,0.00207036],"category_scores_gemma":[0.003673001,0.0001515882,0.0004878964,0.0006046719,0.0002812827,0.0005454076,0.0005826761,0.0007947331,0.0002319862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003990702,"about_ca_system_score_gemma":0.0004479854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339672,"about_ca_topic_score_gemma":0.003137191,"domain_scores_codex":[0.9995208,0.0001202553,0.00006953584,0.00008146118,0.00008763746,0.0001202421],"domain_scores_gemma":[0.9958227,0.0007407859,0.002116558,0.0001023599,0.0002521365,0.0009655355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176788,0.00001702104,0.9990703,0.000006021797,0.00002277274,0.00002307361,0.00001523054,0.0000195725,0.00004406513,0.000002934457,0.0000317425,0.0006295867],"study_design_scores_gemma":[0.000003340306,0.0001187979,0.9995617,0.000005858613,0.00001525951,0.00008771488,0.00007156827,0.00007907824,0.00001609545,0.000006853143,0.0000314018,0.000002222373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999446,0.0002344384,0.00002006162,0.00004565313,0.000006912894,0.000001864956,0.0001142789,0.000001010669,0.0001297576],"genre_scores_gemma":[0.9997198,0.00006123648,0.0000241607,0.00001690614,0.00001159957,0.000002398786,0.0001234626,6.732692e-7,0.00003982553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002339672,"threshold_uncertainty_score":0.00692606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06638940224260795,"score_gpt":0.3797068156302891,"score_spread":0.3133174133876812,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}